{"id":"W7128488856","doi":"10.64903/1480-6800.18.1.118","title":"Commentary on Symposium I: A Future of Scarcity and Pessimism","year":2015,"lang":"","type":"article","venue":"Arab world geographer","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pessimism; Scarcity; Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006384777,0.001282778,0.002107195,0.001475329,0.006844212,0.005719919,0.004077106,0.04695978,0.008915048],"category_scores_gemma":[0.04301844,0.0007529818,0.001726729,0.001701496,0.007457184,0.006519123,0.004225329,0.07393879,0.003933206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006708809,"about_ca_system_score_gemma":0.009633257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01975012,"about_ca_topic_score_gemma":0.03000219,"domain_scores_codex":[0.9959368,0.001603594,0.0003760621,0.0007341755,0.0008436954,0.00050573],"domain_scores_gemma":[0.969454,0.02006944,0.001314169,0.0005419763,0.005660483,0.002959895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002563831,0.000005379877,0.00008693817,0.00009129203,0.00001142823,0.0001120356,0.0004406631,0.000009419097,0.00002406832,0.002338808,0.995279,0.001575408],"study_design_scores_gemma":[0.0001415997,0.00003669804,0.001121155,0.001931783,0.00009517476,0.0005135591,0.005858453,0.00009694989,0.0001559245,0.01424032,0.9757109,0.00009743113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0000915579,0.002752911,0.00002359796,0.9400173,0.0565716,0.000004305549,0.00004735962,0.000004013389,0.0004873274],"genre_scores_gemma":[0.002673712,0.002387622,0.00006507562,0.9056527,0.08762461,0.00003585615,0.00002540027,0.00001775177,0.001517431],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04695978,"threshold_uncertainty_score":0.04867607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348845159952909,"score_gpt":0.2710355210112887,"score_spread":0.2575470694117596,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}